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We extract M top) from a likelihood based on per-event probabilities calculated with leading-order signal and background matrix elements.
The generated parameter sequence maximizes a likelihood based on not only an HMM likelihood but also a global variance likelihood, resulting in an increase of the global variance of the generated parameter trajectories.
The use of a likelihood based on the L1-norm derived from biological replicate data makes fewer assumptions than a Gaussian error model (Johnson et al., 2014; Vyshemirsky and Girolami, 2008), and is less computationally complex than a transitional likelihood function derived from reaction propensities (Aitken and Akman, 2013; Heron et al., 2007).
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2) Produce a conditional likelihood, based on the database, of an offender using a knife and wire given the offender is a stranger to the victim.
We chose to delegate this term to the prior because it does not involve any observation, and we introduced a detection likelihood based on observations.
Here, we address the question using microsatellites and an approximation of likelihood based on the distribution of distance frequencies f k between alleles where f k is the frequency of pairs of alleles differing by k microsatellite motifs.
Likelihood based on: (a) interior voxels, or (b) surface voxels.
The estimation procedure used was the maximum likelihood based on an input variance-covariance matrix.
A likelihood approach, using gene tree likelihood based on coalescent probabilities (e.g. ESP-COAL,Carstens and Knowles, 2007) could also be used, although the current version of Mesquite does not calculate this statistic.
In the absence of a suitable control group, we compared the observed incidence of achieving 3 or more pregnancies within 1, 3, or 6 months with the predicted likelihoods, based on an average MFR of 20% [15 ]
Although we can construct a likelihood function based on the probability model, we cannot evaluate the likelihood function due to unavailability of all data points.
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